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Proceedings Paper

Face-sets based video shot retrieval using the text-search analogous approach
Author(s): Rui Liu; Haiyang Zhen; Ming Zhu
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Paper Abstract

The objective of this work is to retrieve shots containing particular people in video material. Due to well known problems such as illumination, pose and expression variations, it has been a challenging task. To this end, a robust and scalable approach analogized with text search method is proposed in this paper, which mainly consists of four steps: Obtaining sets of face exemplars by tracking, Local Facial Features Extraction and Fusion, Visual words established, Document descriptor obtained and VSM established for shot retrieval. Experimental results demonstrate that the proposed approach is not only efficient but also outperforms the competing methods.

Paper Details

Date Published: 2 December 2011
PDF: 7 pages
Proc. SPIE 8004, MIPPR 2011: Pattern Recognition and Computer Vision, 800417 (2 December 2011); doi: 10.1117/12.902752
Show Author Affiliations
Rui Liu, Univ. of Science and Technology of China (China)
Haiyang Zhen, Univ. of Science and Technology of China (China)
Ming Zhu, Univ. of Science and Technology of China (China)


Published in SPIE Proceedings Vol. 8004:
MIPPR 2011: Pattern Recognition and Computer Vision
Jonathan Roberts; Jie Ma, Editor(s)

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